منابع مشابه
To Bayes or not to Bayes ….
A goal that I have set for myself as Editor is to add some new features to our standard fare of erudite technical articles. There are always times when those who do science need to pause and reflect about the broader implications of what they do. It occurred to me that an occasional column by writers who want to probe into such matters might interest a large cross-section of our readers. Drs. J...
متن کاملPutting Bayes to sleep
partition specialists We craft a prior on all partition specialists for which Bayes is both • fast: collapses to O(M) time per trial, O(M) space • good: regret close to information-theoretic lower bound Bayes for specialists crash course A specialist may or may not issue a prediction [FSSW97]. Prediction P(y|m) only available for awake m ∈W. Key insight: complete specialists to full models [CV0...
متن کاملBayes, E-Bayes and Robust Bayes Premium Estimation and Prediction under the Squared Log Error Loss Function
In risk analysis based on Bayesian framework, premium calculation requires specification of a prior distribution for the risk parameter in the heterogeneous portfolio. When the prior knowledge is vague, the E-Bayesian and robust Bayesian analysis can be used to handle the uncertainty in specifying the prior distribution by considering a class of priors instead of a single prior. In th...
متن کاملWhen Bayes Comes to Town
We are excited to announce a new line-up of articles for a new series called Novel Statistical Methods. These articles will focus on several topics, including, Bayesian statistics, causal inference, machine learning, and data visualization, in the context of cardiovascular research. There are recent developments on statistical methods in these areas, and they are being increasingly applied in m...
متن کاملWhen Bayes Comes to Town
We are excited to announce a new line-up of articles for a new series called Novel Statistical Methods. These articles will focus on several topics, including, Bayesian statistics, causal inference, machine learning, and data visualization, in the context of cardiovascular research. There are recent developments on statistical methods in these areas, and they are being increasingly applied in m...
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ژورنال
عنوان ژورنال: Perception
سال: 2015
ISSN: 0301-0066,1468-4233
DOI: 10.1177/0301006615619309